Year:
2026
Region / Institution:
Guangdong Ocean University, University of Science and Technology Beijing, AiMaterials Research LLC
Subject:
Materials science, machine learning, high-entropy alloys
Document type:
Supplementary data / research article
Authors:
Cheng Wen, Yan Zhang, Changxin Wang, Haiyou Huang, Yuan Wu, Turab Lookman, Yanjing Su
Corresponding authors:
Turab Lookman, Yanjing Su
Methodology:
Machine learning, NSGA-II algorithm, bootstrap sampling, Pareto optimization
Target properties:
Strength, ductility of refractory high-entropy alloys
Software / Tools:
RStudio, caret package
Data handling:
Training/testing data split, cross-validation, hyperparameter optimization
Publication context:
Supplementary material to a scientific study on alloy design
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